Bao N. Huynh

Oslo, Norway

Last Updated: 09/26/2026

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Found 11 publications

Exploratory immunomonitoring during radiochemotherapy in HNSCC and machine-learning reveal immune parameters associated with disease-free survival.

Exploratory immunomonitoring during radiochemotherapy in HNSCC and machine-learning reveal immune parameters associated with disease-free survival.

Journal: NPJ precision oncology

Published: February 18, 2026

Direct integration of deep learning-based GTV auto-segmentation into a clinical radiotherapy planning system.

Direct integration of deep learning-based GTV auto-segmentation into a clinical radiotherapy planning system.

Journal: Physics and imaging in radiation oncology

Published: November 18, 2025

CNN-based prediction using early post-radiotherapy MRI as a proxy for toxicity in the murine head and neck.

CNN-based prediction using early post-radiotherapy MRI as a proxy for toxicity in the murine head and neck.

Journal: Acta oncologica (Stockholm, Sweden)

Published: May 31, 2025

Attention-based Vision Transformer Enables Early Detection of Radiotherapy-Induced Toxicity in Magnetic Resonance Images of a Preclinical Model.

Attention-based Vision Transformer Enables Early Detection of Radiotherapy-Induced Toxicity in Magnetic Resonance Images of a Preclinical Model.

Journal: Technology in cancer research & treatment

Published: April 04, 2025

Deep learning with uncertainty estimation for automatic tumor segmentation in PET/CT of head and neck cancers: impact of model complexity, image processing and augmentation.

Deep learning with uncertainty estimation for automatic tumor segmentation in PET/CT of head and neck cancers: impact of model complexity, image processing and augmentation.

Journal: Biomedical physics & engineering express

Published: April 29, 2024

Corrigendum: Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Corrigendum: Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Journal: Frontiers in medicine

Published: April 22, 2024

Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Head and neck cancer treatment outcome prediction: a comparison between machine learning with conventional radiomics features and deep learning radiomics.

Journal: Frontiers in medicine

Published: May 04, 2023

Automatic gross tumor segmentation of canine head and neck cancer using deep learning and cross-species transfer learning.

Automatic gross tumor segmentation of canine head and neck cancer using deep learning and cross-species transfer learning.

Journal: Frontiers in veterinary science

Published: January 13, 2023

MRI-based automatic segmentation of rectal cancer using 2D U-Net on two independent cohorts.

MRI-based automatic segmentation of rectal cancer using 2D U-Net on two independent cohorts.

Journal: Acta oncologica (Stockholm, Sweden)

Published: December 17, 2021

Deep learning-based automatic delineation of anal cancer gross tumour volume: a multimodality comparison of CT, PET and MRI.

Deep learning-based automatic delineation of anal cancer gross tumour volume: a multimodality comparison of CT, PET and MRI.

Journal: Acta oncologica (Stockholm, Sweden)

Published: November 16, 2021

A comparison of methods for fully automatic segmentation of tumors and involved nodes in PET/CT of head and neck cancers.

A comparison of methods for fully automatic segmentation of tumors and involved nodes in PET/CT of head and neck cancers.

Journal: Physics in medicine and biology

Published: March 05, 2021

Showing 1-11 of 11

Last Updated: 09/26/2026